{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:CFPH6RZJE6GPHDHW7X25N3LMWK","short_pith_number":"pith:CFPH6RZJ","canonical_record":{"source":{"id":"2501.07071","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-01-13T05:53:56Z","cross_cats_sorted":[],"title_canon_sha256":"901c3f1c93027f809b8963aa114e832339bd4291377407843e3c09f08ebb3a65","abstract_canon_sha256":"a756ca6f08bd8ed7b5ce88263a6f029b793603bcc9378b5103d4208b13f3e5ca"},"schema_version":"1.0"},"canonical_sha256":"115e7f4729278cf38cf6fdf5d6ed6cb29f7be6950393432670a543e7c3d77e27","source":{"kind":"arxiv","id":"2501.07071","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.07071","created_at":"2026-07-05T11:14:02Z"},{"alias_kind":"arxiv_version","alias_value":"2501.07071v3","created_at":"2026-07-05T11:14:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.07071","created_at":"2026-07-05T11:14:02Z"},{"alias_kind":"pith_short_12","alias_value":"CFPH6RZJE6GP","created_at":"2026-07-05T11:14:02Z"},{"alias_kind":"pith_short_16","alias_value":"CFPH6RZJE6GPHDHW","created_at":"2026-07-05T11:14:02Z"},{"alias_kind":"pith_short_8","alias_value":"CFPH6RZJ","created_at":"2026-07-05T11:14:02Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:CFPH6RZJE6GPHDHW7X25N3LMWK","target":"record","payload":{"canonical_record":{"source":{"id":"2501.07071","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-01-13T05:53:56Z","cross_cats_sorted":[],"title_canon_sha256":"901c3f1c93027f809b8963aa114e832339bd4291377407843e3c09f08ebb3a65","abstract_canon_sha256":"a756ca6f08bd8ed7b5ce88263a6f029b793603bcc9378b5103d4208b13f3e5ca"},"schema_version":"1.0"},"canonical_sha256":"115e7f4729278cf38cf6fdf5d6ed6cb29f7be6950393432670a543e7c3d77e27","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:14:02.037963Z","signature_b64":"0fbzRZkv7dNZw0x0n497WpsZRngEJegnS1oBidPb6psCwBKl4nc2jVSrGmJLYx1TrkBn/AXEF9KX06r/AIilBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"115e7f4729278cf38cf6fdf5d6ed6cb29f7be6950393432670a543e7c3d77e27","last_reissued_at":"2026-07-05T11:14:02.037434Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:14:02.037434Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2501.07071","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:14:02Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"i9N4zzi1Ne6rWTP3mwKb2wwfQxK848F+it/5vZ49Pqd/u8LcP5CQd9dxgiORh9cJCORZzAxEs4bFeciwuNuPCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T10:09:18.215768Z"},"content_sha256":"16f3efe88875b6fc6c5aca16298e444c4ceb8387bfc3e03d44fb3dd3d3611c93","schema_version":"1.0","event_id":"sha256:16f3efe88875b6fc6c5aca16298e444c4ceb8387bfc3e03d44fb3dd3d3611c93"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:CFPH6RZJE6GPHDHW7X25N3LMWK","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Value Compass Benchmarks: A Platform for Fundamental and Validated Evaluation of LLMs Values","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Jindong Wang, Jing Yao, Maosong Sun, Muhua Huang, Peng Zhang, Shitong Duan, Tun Lu, Xiaoyuan Yi, Xing Xie, Yuzhuo Bai, Zhicheng Dou","submitted_at":"2025-01-13T05:53:56Z","abstract_excerpt":"As Large Language Models (LLMs) achieve remarkable breakthroughs, aligning their values with humans has become imperative for their responsible development and customized applications. However, there still lack evaluations of LLMs values that fulfill three desirable goals. (1) Value Clarification: We expect to clarify the underlying values of LLMs precisely and comprehensively, while current evaluations focus narrowly on safety risks such as bias and toxicity. (2) Evaluation Validity: Existing static, open-source benchmarks are prone to data contamination and quickly become obsolete as LLMs ev"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.07071","kind":"arxiv","version":3},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2501.07071/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:14:02Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"q2/bCbTRKh8lsk0MDIlrSFEFFI0bHc0vVV9olDMxMiDFarsWGcrlJxTvV8k9Dzc2juWnB+ZwX2yH7j6iwzyZAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T10:09:18.216137Z"},"content_sha256":"e9f9cb4ab0edcbd4b1d0603e13502e4e9499ee61c418316a094649373c5ae962","schema_version":"1.0","event_id":"sha256:e9f9cb4ab0edcbd4b1d0603e13502e4e9499ee61c418316a094649373c5ae962"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/CFPH6RZJE6GPHDHW7X25N3LMWK/bundle.json","state_url":"https://pith.science/pith/CFPH6RZJE6GPHDHW7X25N3LMWK/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/CFPH6RZJE6GPHDHW7X25N3LMWK/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-07T10:09:18Z","links":{"resolver":"https://pith.science/pith/CFPH6RZJE6GPHDHW7X25N3LMWK","bundle":"https://pith.science/pith/CFPH6RZJE6GPHDHW7X25N3LMWK/bundle.json","state":"https://pith.science/pith/CFPH6RZJE6GPHDHW7X25N3LMWK/state.json","well_known_bundle":"https://pith.science/.well-known/pith/CFPH6RZJE6GPHDHW7X25N3LMWK/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:CFPH6RZJE6GPHDHW7X25N3LMWK","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"a756ca6f08bd8ed7b5ce88263a6f029b793603bcc9378b5103d4208b13f3e5ca","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-01-13T05:53:56Z","title_canon_sha256":"901c3f1c93027f809b8963aa114e832339bd4291377407843e3c09f08ebb3a65"},"schema_version":"1.0","source":{"id":"2501.07071","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.07071","created_at":"2026-07-05T11:14:02Z"},{"alias_kind":"arxiv_version","alias_value":"2501.07071v3","created_at":"2026-07-05T11:14:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.07071","created_at":"2026-07-05T11:14:02Z"},{"alias_kind":"pith_short_12","alias_value":"CFPH6RZJE6GP","created_at":"2026-07-05T11:14:02Z"},{"alias_kind":"pith_short_16","alias_value":"CFPH6RZJE6GPHDHW","created_at":"2026-07-05T11:14:02Z"},{"alias_kind":"pith_short_8","alias_value":"CFPH6RZJ","created_at":"2026-07-05T11:14:02Z"}],"graph_snapshots":[{"event_id":"sha256:e9f9cb4ab0edcbd4b1d0603e13502e4e9499ee61c418316a094649373c5ae962","target":"graph","created_at":"2026-07-05T11:14:02Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2501.07071/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As Large Language Models (LLMs) achieve remarkable breakthroughs, aligning their values with humans has become imperative for their responsible development and customized applications. However, there still lack evaluations of LLMs values that fulfill three desirable goals. (1) Value Clarification: We expect to clarify the underlying values of LLMs precisely and comprehensively, while current evaluations focus narrowly on safety risks such as bias and toxicity. (2) Evaluation Validity: Existing static, open-source benchmarks are prone to data contamination and quickly become obsolete as LLMs ev","authors_text":"Jindong Wang, Jing Yao, Maosong Sun, Muhua Huang, Peng Zhang, Shitong Duan, Tun Lu, Xiaoyuan Yi, Xing Xie, Yuzhuo Bai, Zhicheng Dou","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-01-13T05:53:56Z","title":"Value Compass Benchmarks: A Platform for Fundamental and Validated Evaluation of LLMs Values"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.07071","kind":"arxiv","version":3},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:16f3efe88875b6fc6c5aca16298e444c4ceb8387bfc3e03d44fb3dd3d3611c93","target":"record","created_at":"2026-07-05T11:14:02Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"a756ca6f08bd8ed7b5ce88263a6f029b793603bcc9378b5103d4208b13f3e5ca","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-01-13T05:53:56Z","title_canon_sha256":"901c3f1c93027f809b8963aa114e832339bd4291377407843e3c09f08ebb3a65"},"schema_version":"1.0","source":{"id":"2501.07071","kind":"arxiv","version":3}},"canonical_sha256":"115e7f4729278cf38cf6fdf5d6ed6cb29f7be6950393432670a543e7c3d77e27","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"115e7f4729278cf38cf6fdf5d6ed6cb29f7be6950393432670a543e7c3d77e27","first_computed_at":"2026-07-05T11:14:02.037434Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:14:02.037434Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"0fbzRZkv7dNZw0x0n497WpsZRngEJegnS1oBidPb6psCwBKl4nc2jVSrGmJLYx1TrkBn/AXEF9KX06r/AIilBg==","signature_status":"signed_v1","signed_at":"2026-07-05T11:14:02.037963Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.07071","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:16f3efe88875b6fc6c5aca16298e444c4ceb8387bfc3e03d44fb3dd3d3611c93","sha256:e9f9cb4ab0edcbd4b1d0603e13502e4e9499ee61c418316a094649373c5ae962"],"state_sha256":"5a4b5f3fdcd5f9651be49ed628f28f9daab7a87d01883dc13243563afdee4b70"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0e43qhS03oeLT8tdGPkG3DkY5VPDrTcxTFBllLQ29+iVzhycXkAwYiX/ZW3ItghX8X/XB5HJGRkkNYsmWrIeBA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-07T10:09:18.219271Z","bundle_sha256":"672a250612ebc15c54b5c4235dc2e59448d7ad37a63b990357ede9ecb25e9765"}}